Absolute Orientation for Word Embedding Alignment. - Sunipa Dev; Safia Hassan; Jeff M. Phillips (CoRR, 2018)

Attenuating Bias in Word vectors. - Sunipa Dev; Jeff M. Phillips (AISTATS, 2019)

On Measuring and Mitigating Biased Inferences of Word Embeddings. - Sunipa Dev; Tao Li 039; Jeff M. Phillips; Vivek Srikumar (AAAI, 2020)

The Geometry of Distributed Representations for Better Alignment, Attenuated Bias, and Improved Interpretability. - Sunipa Dev (CoRR, 2020)

The Geometry of Distributed Representations for Better Alignment, Attenuated Bias, and Improved Interpretability. - Sunipa Dev (2020)

OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings. - Sunipa Dev; Tao Li 039; Jeff M. Phillips; Vivek Srikumar (EMNLP (1), 2021)

Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies. - Sunipa Dev; Masoud Monajatipoor; Anaelia Ovalle; Arjun Subramonian; Jeff M. Phillips; Kai-Wei Chang (EMNLP (1), 2021)

Measures and Best Practices for Responsible AI. - Sunipa Dev; Mehrnoosh Sameki; Jwala Dhamala; Cho-Jui Hsieh (KDD, 2021)

A Visual Tour of Bias Mitigation Techniques for Word Representations. - Archit Rathore; Sunipa Dev; Jeff M. Phillips; Vivek Srikumar; Bei Wang 001 (KDD, 2021)

An Interactive Visual Demo of Bias Mitigation Techniques for Word Representations From a Geometric Perspective. - Archit Rathore; Sunipa Dev; Vivek Srikumar; Jeff M. Phillips; Yan Zheng 001; Chin-Chia Michael Yeh; Junpeng Wang 001; Wei Zhang 189; Bei Wang 001 (NeurIPS (Competition and Demos), 2021)

VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations. - Archit Rathore; Sunipa Dev; Jeff M. Phillips; Vivek Srikumar; Yan Zheng 001; Chin-Chia Michael Yeh; Junpeng Wang 001; Wei Zhang 189; Bei Wang 001 (CoRR, 2021)

What do Bias Measures Measure? - Sunipa Dev; Emily Sheng; Jieyu Zhao 001; Jiao Sun; Yu Hou; Mattie Sanseverino; Jiin Kim; Nanyun Peng 001; Kai-Wei Chang (CoRR, 2021)

Closed form word embedding alignment. - Sunipa Dev; Safia Hassan; Jeff M. Phillips (Knowl. Inf. Syst., 2021)

Representation Learning for Resource-Constrained Keyphrase Generation. - Di Wu 054; Wasi Uddin Ahmad; Sunipa Dev; Kai-Wei Chang (EMNLP (Findings), 2022)

Re-contextualizing Fairness in NLP: The Case of India. - Shaily Bhatt; Sunipa Dev; Partha P. Talukdar; Shachi Dave; Vinodkumar Prabhakaran (AACL/IJCNLP (1), 2022)

On Measures of Biases and Harms in NLP. - Sunipa Dev; Emily Sheng; Jieyu Zhao 001; Aubrie Amstutz; Jiao Sun; Yu Hou; Mattie Sanseverino; Jiin Kim; Akihiro Nishi; Nanyun Peng 001; Kai-Wei Chang (AACL/IJCNLP (Findings), 2022)

Socially Aware Bias Measurements for Hindi Language Representations. - Vijit Malik; Sunipa Dev; Akihiro Nishi; Nanyun Peng 001; Kai-Wei Chang (NAACL-HLT, 2022)

DisinfoMeme: A Multimodal Dataset for Detecting Meme Intentionally Spreading Out Disinformation. - Jingnong Qu; Liunian Harold Li; Jieyu Zhao 001; Sunipa Dev; Kai-Wei Chang (CoRR, 2022)

Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN. - Anaelia Ovalle; Sunipa Dev; Jieyu Zhao 001; Majid Sarrafzadeh; Kai-Wei Chang (CoRR, 2022)

Cultural Re-contextualization of Fairness Research in Language Technologies in India. - Shaily Bhatt; Sunipa Dev; Partha P. Talukdar; Shachi Dave; Vinodkumar Prabhakaran (CoRR, 2022)

MISGENDERED: Limits of Large Language Models in Understanding Pronouns. - Tamanna Hossain; Sunipa Dev; Sameer Singh 001 (ACL (1), 2023)

SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models. - Akshita Jha; Aida Mostafazadeh Davani; Chandan K. Reddy; Shachi Dave; Vinodkumar Prabhakaran; Sunipa Dev (ACL (1), 2023)

The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks. - Nikil Roashan Selvam; Sunipa Dev; Daniel Khashabi; Tushar Khot; Kai-Wei Chang (ACL (2), 2023)

"I wouldn't say offensive but...": Disability-Centered Perspectives on Large Language Models. - Vinitha Gadiraju; Shaun K. Kane; Sunipa Dev; Alex S. Taylor; Ding Wang; Emily Denton; Robin Brewer (FAccT, 2023)

Building Socio-culturally Inclusive Stereotype Resources with Community Engagement. - Sunipa Dev; Jaya Goyal; Dinesh Tewari; Shachi Dave; Vinodkumar Prabhakaran (NeurIPS, 2023)

PaLM 2 Technical Report. - Rohan Anil; Andrew M. Dai; Orhan Firat; Melvin Johnson; Dmitry Lepikhin; Alexandre Passos; Siamak Shakeri; Emanuel Taropa; Paige Bailey; Zhifeng Chen; Eric Chu; Jonathan H. Clark; et al. (CoRR, 2023)

PaLM: Scaling Language Modeling with Pathways. - Aakanksha Chowdhery; Sharan Narang; Jacob Devlin; Maarten Bosma; Gaurav Mishra; Adam Roberts; Paul Barham 001; Hyung Won Chung; Charles Sutton; Sebastian Gehrmann; Parker Schuh; Kensen Shi; et al. (J. Mach. Learn. Res., 2023)

ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation. - Akshita Jha; Vinodkumar Prabhakaran; Remi Denton; Sarah Laszlo; Shachi Dave; Rida Qadri; Chandan K. Reddy; Sunipa Dev (ACL (1), 2024)

SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ata. - Mark Diaz; Sunipa Dev; Emily Reif; Emily Denton; Vinodkumar Prabhakaran (AIES (1), 2024)

MiTTenS: A Dataset for Evaluating Gender Mistranslation. - Kevin Robinson; Sneha Kudugunta; Romina Stella; Sunipa Dev; Jasmijn Bastings (EMNLP, 2024)

MisgenderMender: A Community-Informed Approach to Interventions for Misgendering. - Tamanna Hossain; Sunipa Dev; Sameer Singh 001 (NAACL-HLT, 2024)

Beyond the Surface: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation. - Akshita Jha; Vinodkumar Prabhakaran; Remi Denton; Sarah Laszlo; Shachi Dave; Rida Qadri; Chandan K. Reddy; Sunipa Dev (CoRR, 2024)

MiTTenS: A Dataset for Evaluating Misgendering in Translation. - Kevin Robinson; Sneha Kudugunta; Romina Stella; Sunipa Dev; Jasmijn Bastings (CoRR, 2024)

SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes. - Mukul Bhutani; Kevin Robinson; Vinodkumar Prabhakaran; Shachi Dave; Sunipa Dev (CoRR, 2024)

GeniL: A Multilingual Dataset on Generalizing Language. - Aida Mostafazadeh Davani; Sagar Gubbi; Sunipa Dev; Shachi Dave; Vinodkumar Prabhakaran (CoRR, 2024)

VERB: Visualizing and Interpreting Bias Mitigation Techniques Geometrically for Word Representations. - Archit Rathore; Sunipa Dev; Jeff M. Phillips; Vivek Srikumar; Yan Zheng 001; Chin-Chia Michael Yeh; Junpeng Wang 001; Wei Zhang 189; Bei Wang 001 (ACM Trans. Interact. Intell. Syst., 2024)

Amplifying Trans and Nonbinary Voices: A Community-Centred Harm Taxonomy for LLMs. - Eddie L. Ungless; Sunipa Dev; Cynthia L. Bennett; Rebecca Gulotta; Jasmijn Bastings; Remi Denton (ACL (1), 2025)

A Comprehensive Framework to Operationalize Social Stereotypes for Responsible AI Evaluations. - Aida Davani; Sunipa Dev; Héctor Pérez-Urbina; Vinodkumar Prabhakaran (CoRR, 2025)

Towards Geo-Culturally Grounded LLM Generations. - Piyawat Lertvittayakumjorn; David Kinney; Vinodkumar Prabhakaran; Donald Martin Jr.; Sunipa Dev (CoRR, 2025)